Shared memory and context tools for agentic work.
Code Rooms
import { useRef, useCallback, useEffect, useState } from "react";
import { useFrame } from "@react-three/fiber";
import { Html, Stars } from "@react-three/drei";
import * as THREE from "three";
import { motion, AnimatePresence } from "framer-motion";
import { Link } from "wouter";
import { NavBar } from "@/components/NavBar";
import { Footer } from "@/components/Footer";
import { GraphCanvas } from "@/components/three/GraphCanvas";
import { SEO } from "@/components/SEO";
import { ScriptLine } from "@/components/TerminalPanel";
const LEFT_COMPLETE_AT = 52000;
const RIGHT_COMPLETE_AT = 3050;
const TOTAL_DURATION = 58000;
const LEFT_SCRIPT: ScriptLine[] = [
{ startAt: 0, text: "# Task: where is session timeout set? what breaks if I change it?", type: "dim" },
{ startAt: 400, text: '$ grep -r "timeout" . --include="*.py"', type: "prompt" },
{ startAt: 1300, text: "Searching 335 files...", type: "dim" },
{ startAt: 1600, text: "./config/settings.py:45:TIMEOUT = 30", type: "output" },
{ startAt: 1800, text: "./config/settings.py:67:REQUEST_TIMEOUT = 10", type: "output" },
{ startAt: 2000, text: "./session/manager.py:23:session_timeout = 1800", type: "output" },
{ startAt: 2200, text: "./cache/redis.py:12:connection_timeout = 5", type: "output" },
{ startAt: 2400, text: "./middleware/auth.py:89:timeout_threshold = 300", type: "output" },
{ startAt: 2600, text: "./tests/test_session.py:45:assert session.timeout == 1800", type: "output" },
{ startAt: 2800, text: "./api/gateway.py:167:gateway_timeout = 15", type: "output" },
{ startAt: 3000, text: "./workers/task_runner.py:33:task_timeout = 600", type: "output" },
{ startAt: 3200, text: "./integrations/slack.py:11:request_timeout = 3", type: "output" },
{ startAt: 3400, text: "./integrations/stripe.py:8:api_timeout = 10", type: "output" },
{ startAt: 3600, text: "./db/connection.py:22:db_timeout = 30", type: "output" },
{ startAt: 3800, text: "./db/connection.py:47:query_timeout = 5000", type: "output" },
{ startAt: 4000, text: "./celery_app.py:14:task_soft_time_limit = 300", type: "output" },
{ startAt: 4200, text: "./celery_app.py:89:worker_lost_wait_timeout = 10.0", type: "output" },
{ startAt: 4400, text: "./notifications/email.py:19:smtp_timeout = 10", type: "output" },
{ startAt: 4600, text: "./monitoring/healthcheck.py:7:health_check_timeout = 2", type: "output" },
{ startAt: 4800, text: '... [+841 more matches across 23 files]', type: "dim" },
{ startAt: 5400, text: "", type: "blank" },
{ startAt: 5500, text: "# too many results · narrowing to session_timeout", type: "dim" },
{ startAt: 6200, text: '$ grep -r "session_timeout" . --include="*.py"', type: "prompt" },
{ startAt: 7000, text: "./session/manager.py:23:session_timeout = 1800", type: "output" },
{ startAt: 7200, text: "./session/manager.py:89: if self.session_timeout < 0:", type: "output" },
{ startAt: 7400, text: "./session/manager.py:134: expiry = time.time() + self.session_timeout", type: "output" },
{ startAt: 7600, text: './config/settings.py:23:SESSION_TIMEOUT = int(os.getenv("SESSION_TIMEOUT", 1800))', type: "output" },
{ startAt: 7800, text: "./middleware/auth.py:89: if elapsed > session_timeout:", type: "output" },
{ startAt: 8000, text: "./api/auth.py:55: token_ttl = session_timeout // 2", type: "output" },
{ startAt: 8200, text: "... [+29 more results]", type: "dim" },
{ startAt: 9000, text: "", type: "blank" },
{ startAt: 9100, text: "# need full context · opening main file", type: "dim" },
{ startAt: 9800, text: "$ cat src/session/manager.py", type: "prompt" },
{ startAt: 10500, text: "# session/manager.py · 280 lines", type: "dim" },
{ startAt: 10700, text: "class SessionManager:", type: "output" },
{ startAt: 10900, text: " def __init__(self, config, timeout=1800):", type: "output" },
{ startAt: 11100, text: " def check_expiry(self, session_id: str) -> bool:", type: "output" },
{ startAt: 11300, text: " def renew(self, session_id: str, delta: int) -> None:", type: "output" },
{ startAt: 11500, text: " def invalidate(self, session_id: str) -> None:", type: "output" },
{ startAt: 11700, text: " ...reading line 80/280...", type: "dim" },
{ startAt: 12700, text: " ...reading line 140/280...", type: "dim" },
{ startAt: 13700, text: " ...reading line 200/280...", type: "dim" },
{ startAt: 14700, text: " ...reading line 260/280...", type: "dim" },
{ startAt: 15500, text: " complete · 280 lines, ~6,200 tokens consumed", type: "dim" },
{ startAt: 16100, text: "", type: "blank" },
{ startAt: 16200, text: "$ cat config/settings.py", type: "prompt" },
{ startAt: 16900, text: "# config/settings.py · 340 lines", type: "dim" },
{ startAt: 17100, text: 'SESSION_TIMEOUT = int(os.getenv("SESSION_TIMEOUT", 1800))', type: "output" },
{ startAt: 17300, text: 'REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", 10))', type: "output" },
{ startAt: 17500, text: 'DB_POOL_TIMEOUT = int(os.getenv("DB_POOL_TIMEOUT", 30))', type: "output" },
{ startAt: 17700, text: " ...reading line 90/340...", type: "dim" },
{ startAt: 18700, text: " ...reading line 180/340...", type: "dim" },
{ startAt: 19700, text: " ...reading line 270/340...", type: "dim" },
{ startAt: 20500, text: " complete · 340 lines, ~7,400 tokens consumed", type: "dim" },
{ startAt: 21100, text: "", type: "blank" },
{ startAt: 21200, text: "# blast radius still unknown · need to trace callers", type: "dim" },
{ startAt: 21900, text: '$ grep -r "SessionManager|from session import" . --include="*.py"', type: "prompt" },
{ startAt: 22700, text: "[12 caller sites found · need to open each one]", type: "dim" },
{ startAt: 23100, text: "$ cat api/routes.py", type: "prompt" },
{ startAt: 23800, text: " api/routes.py · 190 lines", type: "dim" },
{ startAt: 24000, text: " ...reading line 45/190...", type: "dim" },
{ startAt: 24700, text: " ...reading line 120/190...", type: "dim" },
{ startAt: 25300, text: " complete · ~4,100 tokens consumed", type: "dim" },
{ startAt: 25700, text: "$ cat api/auth.py", type: "prompt" },
{ startAt: 26400, text: " api/auth.py · 220 lines", type: "dim" },
{ startAt: 26600, text: " ...reading line 55/220...", type: "dim" },
{ startAt: 27400, text: " ...reading line 150/220...", type: "dim" },
{ startAt: 28000, text: " complete · ~4,800 tokens consumed", type: "dim" },
{ startAt: 28400, text: "$ cat workers/cleanup.py", type: "prompt" },
{ startAt: 29100, text: " workers/cleanup.py · 110 lines", type: "dim" },
{ startAt: 29300, text: " ...reading line 55/110...", type: "dim" },
{ startAt: 29900, text: " complete · ~2,200 tokens consumed", type: "dim" },
{ startAt: 30200, text: "$ cat middleware/auth.py", type: "prompt" },
{ startAt: 30900, text: " middleware/auth.py · 300 lines", type: "dim" },
{ startAt: 31100, text: " ...reading line 60/300...", type: "dim" },
{ startAt: 32100, text: " ...reading line 160/300...", type: "dim" },
{ startAt: 33100, text: " ...reading line 260/300...", type: "dim" },
{ startAt: 33900, text: " complete · ~6,600 tokens consumed", type: "dim" },
{ startAt: 34200, text: "$ cat api/webhooks.py", type: "prompt" },
{ startAt: 34900, text: " api/webhooks.py · 175 lines", type: "dim" },
{ startAt: 35100, text: " ...reading line 45/175...", type: "dim" },
{ startAt: 35750, text: " ...reading line 120/175...", type: "dim" },
{ startAt: 36300, text: " complete · ~3,800 tokens consumed", type: "dim" },
{ startAt: 36600, text: "", type: "blank" },
{ startAt: 36700, text: "⚠ context window: 74% full · 28,700/38,400 tokens", type: "warning" },
{ startAt: 37200, text: "$ cat services/billing.py", type: "prompt" },
{ startAt: 37900, text: " services/billing.py · 260 lines", type: "dim" },
{ startAt: 38100, text: " ...reading line 65/260...", type: "dim" },
{ startAt: 39100, text: " ...reading line 175/260...", type: "dim" },
{ startAt: 39900, text: " complete · ~5,700 tokens consumed", type: "dim" },
{ startAt: 40200, text: "⚠ context window: 91% full · cannot open more files", type: "warning" },
{ startAt: 40700, text: "# 5 caller files still unread · forced to skip", type: "dim" },
{ startAt: 41200, text: '$ grep -r "check_expiry|verify_session" . --include="*.py"', type: "prompt" },
{ startAt: 42000, text: " [8 more call sites found · cannot open any]", type: "dim" },
{ startAt: 42500, text: "⚠ context window: 97% full · truncating output", type: "warning" },
{ startAt: 43000, text: "# giving up on full blast radius analysis", type: "dim" },
{ startAt: 43600, text: "", type: "blank" },
{ startAt: 43700, text: "elapsed: ~43s · ~37,800 tokens consumed", type: "error" },
{ startAt: 44300, text: "tool calls: 210 · blast radius: STILL INCOMPLETE", type: "error" },
{ startAt: 44900, text: "callers confirmed: 7/12 · 5 still unknown", type: "error" },
{ startAt: 45500, text: "", type: "blank" },
{ startAt: 46000, text: "# STILL RUNNING · 46.0s and counting...", type: "dim" },
{ startAt: 48000, text: "# STILL RUNNING · 48.0s and counting...", type: "dim" },
{ startAt: 50000, text: "# STILL RUNNING · 50.0s and counting...", type: "dim" },
{ startAt: 52000, text: "# STILL RUNNING · 52.0s and counting...", type: "dim" },
];
const RIGHT_SCRIPT: ScriptLine[] = [
{ startAt: 250, text: "> seek(\"session timeout configuration\")", type: "prompt" },
{ startAt: 600, text: "⠋ activating graph · 9,767 nodes in memory", type: "dim" },
{ startAt: 900, text: "✓ 0.18s · 4 nodes located", type: "success" },
{ startAt: 1050, text: " config/settings.py SESSION_TIMEOUT=1800", type: "output" },
{ startAt: 1160, text: " session/manager.py check_expiry()", type: "output" },
{ startAt: 1270, text: " middleware/auth.py verify_session()", type: "output" },
{ startAt: 1380, text: " tests/test_session.py timeout assertions", type: "output" },
{ startAt: 1500, text: "", type: "separator" },
{ startAt: 1560, text: "> impact(\"file::config/settings.py\")", type: "prompt" },
{ startAt: 1820, text: "✓ 0.001s · blast radius computed", type: "success" },
{ startAt: 1950, text: " direct: 3 callers", type: "output" },
{ startAt: 2060, text: " indirect: 7 downstream files", type: "output" },
{ startAt: 2200, text: " ⚠ HIGH RISK: session invalidation cascade", type: "warning" },
{ startAt: 2320, text: "", type: "separator" },
{ startAt: 2380, text: "> surgical_context_v2(\"config/settings.py\", radius=2)", type: "prompt" },
{ startAt: 2640, text: "✓ 0.12s · surgical context assembled", type: "success" },
{ startAt: 2780, text: " 3 files loaded · callers, callees, tests attached", type: "output" },
{ startAt: 2900, text: "", type: "separator" },
{ startAt: 2960, text: "Finished in 0.30s · 3 tool calls · 0 files opened", type: "success" },
const SLOW_CL = 24;
const BEAT_DEFS = [
{
animStart: 0,
realMs: 0,
step: 1,
title: "Query Parsed",
desc: "The query string is tokenized and scored against pre-computed node embeddings already loaded in RAM. The entire codebase graph (9,767 nodes and 26,557 edges) is resident in memory. Zero files opened. Zero disk I/O.",
tech: "PageRank scores + TF-IDF vectors · loaded in < 1μs",
color: "#00f5ff",
},
animStart: 3,
realMs: 20,
step: 2,
title: "Seeds Selected",
desc: "The top candidate nodes are scored against the query with keyword, trigram and centrality signals (plus a small local embedding model when the embed feature is compiled in). The 4 highest-ranked nodes light up as seeds: the starting points for spreading activation. Everything else stays dark.",
tech: "lexical + trigram + centrality scoring · optional local embeddings · 4 seeds chosen",
color: "#ffb700",
animStart: 7,
realMs: 60,
step: 3,
title: "Activation Wave",
desc: "A spreading activation wave fires outward from each seed, following typed edges in the knowledge graph across 4 hops. Every connected node is scored based on its distance from the query seeds and its PageRank weight. 120 nodes are evaluated.",
tech: "BFS traversal · 4 hops · 120 nodes scored · additive activation",
color: "#4488ff",
animStart: 12,
realMs: 120,
step: 4,
title: "116 Nodes Pruned",
desc: "Nodes that fall below the activation threshold are eliminated one by one. 116 of the 120 candidates don't make the cut · they fade to near-invisible. The graph collapses from noise to signal. Only 4 nodes survive.",
tech: "Composite score = PageRank × activation × edge weight · 96.7% eliminated",
color: "#ff6644",
animStart: 17,
realMs: 160,
step: 5,
title: "4 Winners Emerge",
desc: "The 4 surviving nodes bloom to full brightness. Caller/callee chains, test references, and documentation links are automatically attached. The surgical context is assembled · no padding, no noise, no guessing.",
tech: "Surgical context assembly · callers + callees + tests · 0 unnecessary reads",
color: "#00ff88",
animStart: 20,
realMs: 180,
step: 6,
title: "Result Returned",
desc: "The context is serialized and returned to the agent. Total elapsed time: 0.18 seconds. Zero files opened · the graph query never touches the filesystem. The agent now has exactly the 4 nodes that matter · their code, relationships, and blast radius.",
tech: "0.18s · 0 files opened · 4 nodes returned",
function ActivationWave({ startAt, maxR, color, delay = 0 }: { startAt: number; maxR: number; color: string; delay?: number }) {
const ref = useRef<THREE.Mesh>(null);
useFrame(({ clock }) => {
if (!ref.current) return;
const t = clock.getElapsedTime();
const phase = t % SLOW_CL;
const wt = ((phase - startAt + SLOW_CL) % 4) / 4;
const eased = 1 - Math.pow(1 - Math.min(wt, 1), 2);
if (phase >= startAt && phase < startAt + 4) {
ref.current.scale.set(eased * maxR, eased * maxR, 1);
(ref.current.material as THREE.MeshBasicMaterial).opacity = (1 - eased) * 0.35;
} else {
(ref.current.material as THREE.MeshBasicMaterial).opacity = 0;
}
});
return (
<mesh ref={ref}>
<ringGeometry args={[0.8, 1, 64]} />
<meshBasicMaterial color={color} transparent opacity={0} side={THREE.DoubleSide} blending={THREE.AdditiveBlending} depthWrite={false} />
</mesh>
);
function QueryPulse() {
const t = clock.getElapsedTime() % SLOW_CL;
const pt = (t % 2) / 2;
ref.current.scale.set(1 + pt * 14, 1 + pt * 14, 1);
(ref.current.material as THREE.MeshBasicMaterial).opacity = (1 - pt) * 0.5;
<ringGeometry args={[0.3, 0.4, 48]} />
<meshBasicMaterial color="#00f5ff" transparent opacity={0} side={THREE.DoubleSide} blending={THREE.AdditiveBlending} depthWrite={false} />
interface SlowNodeProps {
position: [number, number, number];
label: string;
sublabel?: string;
baseColor: string;
winColor: string;
activateAt: number;
pruneAt: number;
winAt: number;
showLabel?: boolean;
function SlowWinnerNode({ position, label, sublabel, winColor, activateAt, winAt }: SlowNodeProps) {
const coreRef = useRef<THREE.Mesh>(null);
const glow1Ref = useRef<THREE.Mesh>(null);
const glow2Ref = useRef<THREE.Mesh>(null);
const groupRef = useRef<THREE.Group>(null);
let brightness = 0.1;
let color = new THREE.Color("#334466");
if (t < activateAt) {
brightness = 0.05;
color.set("#223");
} else if (t < winAt) {
const prog = (t - activateAt) / (winAt - activateAt);
brightness = 0.15 + prog * 0.35;
color.setStyle("#ffb700");
} else if (t < winAt + 3) {
const prog = (t - winAt) / 3;
brightness = 0.5 + prog * 1.5;
color.setStyle(winColor);
brightness = 2.0;
const pulse = 1 + Math.sin(clock.getElapsedTime() * 3.7) * 0.04;
if (groupRef.current) groupRef.current.scale.setScalar(pulse);
if (coreRef.current) {
(coreRef.current.material as THREE.MeshBasicMaterial).color = color.clone().multiplyScalar(brightness);
if (glow1Ref.current) {
(glow1Ref.current.material as THREE.MeshBasicMaterial).color = color.clone().multiplyScalar(brightness * 0.5);
(glow1Ref.current.material as THREE.MeshBasicMaterial).opacity = brightness * 0.4;
if (glow2Ref.current) {
(glow2Ref.current.material as THREE.MeshBasicMaterial).color = color.clone().multiplyScalar(brightness * 0.2);
(glow2Ref.current.material as THREE.MeshBasicMaterial).opacity = brightness * 0.2;
<group position={position}>
<group ref={groupRef}>
<mesh ref={coreRef}>
<sphereGeometry args={[0.28, 24, 24]} />
<meshBasicMaterial color="#223" />
<mesh ref={glow1Ref}>
<sphereGeometry args={[0.55, 16, 16]} />
<meshBasicMaterial color="#223" transparent opacity={0} blending={THREE.AdditiveBlending} depthWrite={false} />
<mesh ref={glow2Ref}>
<sphereGeometry args={[1.1, 12, 12]} />
</group>
<Html center distanceFactor={14} zIndexRange={[2, 0]} style={{ pointerEvents: "none" }}>
<div style={{
background: "rgba(5,5,22,0.92)",
border: `1px solid ${winColor}44`,
borderRadius: "4px",
padding: "3px 8px",
fontSize: "11px",
fontFamily: '"Space Mono", monospace',
color: winColor,
whiteSpace: "nowrap",
transform: "translateY(-30px)",
pointerEvents: "none",
}}>
{label}
{sublabel && <div style={{ color: "#5577aa", fontSize: "9px", marginTop: "1px" }}>{sublabel}</div>}
</div>
</Html>
function SlowCandidateNode({ position, activateAt, pruneAt }: { position: [number, number, number]; activateAt: number; pruneAt: number }) {
let opacity = 0.05;
if (t >= activateAt && t < activateAt + 1.5) {
const prog = (t - activateAt) / 1.5;
opacity = prog < 0.5 ? prog * 0.6 : (1 - prog) * 0.6;
} else if (t >= pruneAt) {
opacity = 0.04;
} else if (t >= activateAt) {
opacity = 0.12;
(ref.current.material as THREE.MeshBasicMaterial).opacity = opacity;
<mesh ref={ref} position={position}>
<sphereGeometry args={[0.18, 12, 12]} />
<meshBasicMaterial color="#00f5ff" transparent opacity={0.05} blending={THREE.AdditiveBlending} depthWrite={false} />
function SlowWeakNode({ position, flashAt }: { position: [number, number, number]; flashAt: number }) {
let opacity = 0.02;
if (t >= flashAt && t < flashAt + 0.8) {
const prog = (t - flashAt) / 0.8;
opacity = Math.sin(prog * Math.PI) * 0.25;
<sphereGeometry args={[0.1, 8, 8]} />
<meshBasicMaterial color="#4488ff" transparent opacity={0.02} blending={THREE.AdditiveBlending} depthWrite={false} />
function SlowMoCam() {
const waypoints = [
{ t: 0, pos: new THREE.Vector3(4, 18, 28), look: new THREE.Vector3(1.8, 0, 0) },
{ t: 3, pos: new THREE.Vector3(3, 10, 20), look: new THREE.Vector3(1.8, 0, 0) },
{ t: 7, pos: new THREE.Vector3(-2, 14, 26), look: new THREE.Vector3(1.8, 0, 0) },
{ t: 12, pos: new THREE.Vector3(-8, 6, 20), look: new THREE.Vector3(1.8, 0, 0) },
{ t: 17, pos: new THREE.Vector3(2, 4, 14), look: new THREE.Vector3(1.8, 0.5, 0) },
{ t: 20, pos: new THREE.Vector3(3, 2, 10), look: new THREE.Vector3(1.8, 0.5, 0) },
{ t: 24, pos: new THREE.Vector3(4, 18, 28), look: new THREE.Vector3(1.8, 0, 0) },
useFrame(({ clock, camera }) => {
let i = 0;
for (let j = 0; j < waypoints.length - 1; j++) {
if (t >= waypoints[j].t && t < waypoints[j + 1].t) { i = j; break; }
const a = waypoints[i];
const b = waypoints[i + 1];
const span = b.t - a.t;
const raw = (t - a.t) / span;
const alpha = raw < 0.5 ? 2 * raw * raw : -1 + (4 - 2 * raw) * raw;
camera.position.lerpVectors(a.pos, b.pos, alpha);
const tgt = new THREE.Vector3().lerpVectors(a.look, b.look, alpha);
camera.lookAt(tgt);
return null;
function QueryCenterLabel() {
const ref = useRef<HTMLDivElement>(null);
const alpha = t < 1 ? t : t < 2.5 ? 1 : Math.max(0, 1 - (t - 2.5) * 1.5);
ref.current.style.opacity = String(alpha);
<Html center position={[1.8, 3.5, 0]} distanceFactor={14} zIndexRange={[5, 0]} style={{ pointerEvents: "none" }}>
<div ref={ref} style={{
opacity: 0,
fontSize: "12px",
background: "rgba(0,245,255,0.06)",
border: "1px solid rgba(0,245,255,0.2)",
seek("session timeout")
function SlowMotionScene() {
const winners: Array<{ pos: [number, number, number]; label: string; sub: string; color: string }> = [
{ pos: [0, 0, 0], label: "config/settings.py", sub: "SESSION_TIMEOUT=1800", color: "#00f5ff" },
{ pos: [3.5, 0.5, 0], label: "session/manager.py", sub: "check_expiry()", color: "#00f5ff" },
{ pos: [1.8, 2.8, 0.5], label: "middleware/auth.py", sub: "verify_session()", color: "#00ff88" },
{ pos: [1.8, -2.8, -0.5], label: "tests/test_session.py", sub: "timeout assertions", color: "#00ff88" },
const candidates: Array<[number, number, number]> = [
[-3.5, 2, 0], [-3.5, -1.5, 0.5], [5.5, 2.5, -0.5], [5.5, -2, 0.5],
[-1.5, 4.5, 0], [2.5, 4.5, 0.5], [-1, -4.5, 0], [2.5, -4.5, -0.5],
const weakNodes: Array<[number, number, number]> = [
[-7, 3, 1], [-6, -3, -1], [8, 3, 0.5], [7, -3, -0.5],
[-2, 7, -1], [4, 7, 0], [-3, -7, 0.5], [4, -7, 1],
[0, 0, 8], [0, 0, -8], [8, 0, 4], [-8, 0, 3],
[-5, 5, 4], [5, 5, -4], [-5, -5, -3], [5, -5, 4],
<GraphCanvas cameraPos={[4, 18, 28]}>
<Stars radius={90} depth={60} count={4000} factor={4} saturation={0} fade speed={0.2} />
<SlowMoCam />
<QueryCenterLabel />
<QueryPulse />
<ActivationWave startAt={7} maxR={14} color="#4488ff" />
<ActivationWave startAt={7.6} maxR={18} color="#2244aa" />
<ActivationWave startAt={8.2} maxR={24} color="#112266" />
{winners.map((w, i) => (
<SlowWinnerNode
key={i}
position={w.pos}
label={w.label}
sublabel={w.sub}
baseColor="#334"
winColor={w.color}
activateAt={3}
pruneAt={999}
winAt={17}
showLabel
/>
))}
{candidates.map((pos, i) => (
<SlowCandidateNode key={i} position={pos} activateAt={7 + i * 0.12} pruneAt={12 + i * 0.45} />
{weakNodes.map((pos, i) => (
<SlowWeakNode key={i} position={pos} flashAt={7.5 + (i % 6) * 0.18} />
</GraphCanvas>
function SlowMotionSection() {
const [beatIdx, setBeatIdx] = useState(0);
const startRef = useRef(Date.now());
useEffect(() => {
startRef.current = Date.now();
const id = setInterval(() => {
const elapsed = (Date.now() - startRef.current) / 1000;
const phase = elapsed % SLOW_CL;
let next = 0;
for (let i = BEAT_DEFS.length - 1; i >= 0; i--) {
if (phase >= BEAT_DEFS[i].animStart) { next = i; break; }
setBeatIdx(next);
}, 80);
return () => clearInterval(id);
}, []);
const beat = BEAT_DEFS[beatIdx];
<div className="py-24 border-b border-border/20 relative overflow-hidden">
<div className="absolute inset-0 pointer-events-none" style={{ background: "radial-gradient(ellipse at 50% 30%, rgba(0,245,255,0.04), transparent 65%)" }} />
<div className="container mx-auto px-6 relative z-10">
<div className="text-center mb-12">
<motion.div initial={{ opacity: 0, y: 16 }} whileInView={{ opacity: 1, y: 0 }} viewport={{ once: true }} transition={{ duration: 0.7 }}>
<div className="inline-block font-mono text-xs text-primary/60 tracking-widest uppercase border border-primary/20 rounded px-3 py-1 mb-6">
100× slow motion
<h2 className="text-3xl md:text-5xl font-bold font-sans tracking-tight mb-4">
What happened inside
<br />
<span className="text-transparent bg-clip-text bg-gradient-to-r from-primary to-secondary">
those 0.18 seconds?
</span>
</h2>
<p className="text-lg text-muted-foreground max-w-xl mx-auto">
180ms dilated to 24 seconds. Every step of the graph traversal, visible in real time.
</p>
</motion.div>
<div className="relative rounded-xl overflow-hidden border border-primary/20 shadow-[0_0_60px_rgba(0,245,255,0.06)] mb-4 hidden md:block" style={{ height: "520px" }}>
<SlowMotionScene />
<div className="md:hidden mb-4 rounded-xl border border-primary/10 overflow-hidden">
{BEAT_DEFS.map((b, i) => (
<div
className="flex items-start gap-4 px-4 py-3 border-b border-border/10 last:border-b-0 transition-all duration-300"
style={beatIdx === i ? { background: `${b.color}10` } : {}}
>
<div className="flex-shrink-0 font-mono text-xs font-bold w-12 text-right pt-0.5" style={{ color: b.color }}>
{b.realMs}ms
<div className="flex-1">
<div className="font-sans text-sm font-semibold mb-0.5" style={{ color: beatIdx === i ? b.color : "rgba(226,232,240,0.5)" }}>
{b.title}
{beatIdx === i && (
<motion.div
initial={{ opacity: 0, height: 0 }}
animate={{ opacity: 1, height: "auto" }}
className="text-xs text-muted-foreground/70 leading-relaxed"
{b.tech}
)}
<div className="flex-shrink-0 w-1.5 h-1.5 rounded-full mt-1.5" style={{ background: b.color }} />
<div className="flex gap-1.5 mb-4">
className="flex-1 py-2.5 px-1 rounded border text-center transition-all duration-300 cursor-default"
style={beatIdx === i ? {
background: `${b.color}12`,
borderColor: `${b.color}40`,
} : {
background: "transparent",
borderColor: "rgba(148,163,184,0.08)",
}}
className="font-mono text-[9px] font-bold mb-0.5 tabular-nums"
style={{ color: beatIdx === i ? b.color : "rgba(148,163,184,0.3)" }}
t={b.realMs}ms
className="font-mono text-[8px] leading-tight hidden sm:block"
style={{ color: beatIdx === i ? "rgba(226,232,240,0.7)" : "rgba(148,163,184,0.2)" }}
<div className="w-full h-0.5 mt-1.5 rounded-full" style={{ background: b.color }} />
<AnimatePresence mode="wait">
key={beatIdx}
initial={{ opacity: 0, y: 10 }}
animate={{ opacity: 1, y: 0 }}
exit={{ opacity: 0, y: -6 }}
transition={{ duration: 0.3 }}
className="rounded-xl border p-6 lg:p-8"
style={{ borderColor: `${beat.color}22`, background: `${beat.color}06` }}
<div className="flex flex-col lg:flex-row lg:items-start gap-6">
<div className="flex-shrink-0 flex lg:flex-col items-center lg:items-start gap-3 lg:gap-1 lg:min-w-[100px]">
<div className="font-mono text-[10px] text-muted-foreground/40 uppercase tracking-widest">
Step {beat.step} / 6
className="font-mono text-3xl lg:text-4xl font-bold tabular-nums leading-none"
style={{ color: beat.color }}
{beat.realMs}ms
<h3 className="text-xl font-bold mb-3" style={{ color: beat.color }}>
{beat.title}
</h3>
<p className="text-muted-foreground leading-relaxed mb-4">
{beat.desc}
className="inline-block font-mono text-[10px] text-muted-foreground/50 bg-background/60 rounded px-3 py-2 border border-border/20"
{beat.tech}
</AnimatePresence>
/* ─── Demo Comparison ─────────────────────────────────────────────────────── */
type LT = "prompt" | "output" | "success" | "warning" | "dim" | "blank" | "error";
interface DL { at: number; type: LT; text: string; }
const DC: Record<LT, string> = {
prompt: "#e2e8f0",
output: "#7a8faa",
success: "#00ff88",
warning: "#ffb700",
error: "#ff00aa",
dim: "#2e3f52",
blank: "transparent",
};
const DPH = 560; // panel height
const DHH = 40; // dots header height
const DSH = 34; // status bar height
const DBH = DPH - DHH - DSH; // body height = 486
function DemoTerminal({
title, subtitle, accent, lines, doneAt, elapsed, isLeft,
}: {
title: string; subtitle: string; accent: string;
lines: DL[]; doneAt: number | null; elapsed: number; isLeft?: boolean;
}) {
const bodyRef = useRef<HTMLDivElement>(null);
const visible = lines.filter(l => l.at <= elapsed);
const isDone = doneAt != null && elapsed >= doneAt;
const hasStarted = elapsed > 150;
const el = bodyRef.current;
if (!el) return;
el.scrollTo({ top: el.scrollHeight, behavior: "smooth" });
}, [visible.length]);
let timeStr = "";
if (hasStarted) {
if (isDone && doneAt != null) {
timeStr = `${(doneAt / 1000).toFixed(3)}s`;
timeStr = `${(elapsed / 1000).toFixed(2)}s`;
height: DPH, display: "flex", flexDirection: "column",
borderRadius: 12, border: `1px solid ${accent}28`,
background: "#05050f", overflow: "hidden",
{/* dots bar */}
height: DHH, flexShrink: 0, background: "#080818",
borderBottom: `1px solid ${accent}18`,
display: "flex", alignItems: "center", gap: 8, padding: "0 16px",
<div style={{ display: "flex", gap: 6, flexShrink: 0 }}>
<div style={{ width: 10, height: 10, borderRadius: "50%", background: "rgba(239,68,68,0.5)" }} />
<div style={{ width: 10, height: 10, borderRadius: "50%", background: "rgba(234,179,8,0.5)" }} />
<div style={{ width: 10, height: 10, borderRadius: "50%", background: "rgba(34,197,94,0.5)" }} />
<span style={{ flex: 1, textAlign: "center", fontSize: 11, fontFamily: "Space Mono, monospace", color: `${accent}88` }}>
{title}
{/* status bar */}
height: DSH, flexShrink: 0, background: "#060614",
borderBottom: `1px solid ${accent}12`,
display: "flex", alignItems: "center", justifyContent: "space-between", padding: "0 16px",
<span style={{ fontSize: 10, fontFamily: "Space Mono, monospace", color: "rgba(148,163,184,0.4)" }}>
{subtitle}
{hasStarted && (
<div style={{ display: "flex", alignItems: "center", gap: 8 }}>
<span style={{ fontSize: 10, fontFamily: "Space Mono, monospace", color: isDone ? "#00ff88" : "rgba(148,163,184,0.45)" }}>
{timeStr}
{isDone ? (
<span style={{
fontSize: 10, fontFamily: "Space Mono, monospace", fontWeight: "bold",
padding: "1px 8px", borderRadius: 4,
background: "#00ff8814", color: "#00ff88", border: "1px solid #00ff8830",
}}>DONE ✓</span>
) : (
fontSize: 10, fontFamily: "Space Mono, monospace",
background: `${accent}12`, color: accent, border: `1px solid ${accent}28`,
animation: "dc-pulse 2s ease-in-out infinite",
{isLeft ? "STILL RUNNING…" : "RUNNING"}
{/* scroll body */}
ref={bodyRef}
style={{
height: DBH, overflowY: "auto", overflowX: "hidden",
scrollbarWidth: "none" as const, scrollBehavior: "smooth" as const,
padding: 16, fontFamily: "Space Mono, monospace",
fontSize: 11, lineHeight: "20px", wordBreak: "break-word" as const,
{visible.map((line, i) =>
line.type === "blank" ? (
<div key={i} style={{ height: 6 }} />
<div key={i} style={{ color: DC[line.type] }}>
{line.type !== "prompt" ? "\u00A0\u00A0" : ""}{line.text}
)
{hasStarted && !isDone && (
display: "inline-block", width: 6, height: 13, marginLeft: 2,
background: accent, animation: "dc-blink 1s step-end infinite",
}} />
const DC_LEFT: DL[] = [
{ at: 0, type: "dim", text: "# Task: where is session timeout set? what breaks if I change it?" },
{ at: 400, type: "prompt", text: '$ grep -r "timeout" . --include="*.py"' },
{ at: 1300, type: "dim", text: "Searching 335 files..." },
{ at: 1600, type: "output", text: "./config/settings.py:45:TIMEOUT = 30" },
{ at: 1800, type: "output", text: "./config/settings.py:67:REQUEST_TIMEOUT = 10" },
{ at: 2000, type: "output", text: "./session/manager.py:23:session_timeout = 1800" },
{ at: 2200, type: "output", text: "./cache/redis.py:12:connection_timeout = 5" },
{ at: 2400, type: "output", text: "./middleware/auth.py:89:timeout_threshold = 300" },
{ at: 2600, type: "output", text: "./tests/test_session.py:45:assert session.timeout == 1800" },
{ at: 2800, type: "output", text: "./api/gateway.py:167:gateway_timeout = 15" },
{ at: 3000, type: "output", text: "./workers/task_runner.py:33:task_timeout = 600" },
{ at: 3200, type: "output", text: "./integrations/slack.py:11:request_timeout = 3" },
{ at: 3400, type: "output", text: "./integrations/stripe.py:8:api_timeout = 10" },
{ at: 3600, type: "output", text: "./db/connection.py:22:db_timeout = 30" },
{ at: 3800, type: "output", text: "./db/connection.py:47:query_timeout = 5000" },
{ at: 4000, type: "output", text: "./celery_app.py:14:task_soft_time_limit = 300" },
{ at: 4200, type: "output", text: "./celery_app.py:89:worker_lost_wait_timeout = 10.0" },
{ at: 4400, type: "output", text: "./notifications/email.py:19:smtp_timeout = 10" },
{ at: 4600, type: "output", text: "./monitoring/healthcheck.py:7:health_check_timeout = 2" },
{ at: 4800, type: "warning", text: "... [+841 more matches across 23 files]" },
{ at: 5500, type: "dim", text: "# too many results · narrowing to session_timeout" },
{ at: 6200, type: "prompt", text: '$ grep -r "session_timeout" . --include="*.py"' },
{ at: 7000, type: "output", text: "./session/manager.py:23:session_timeout = 1800" },
{ at: 7200, type: "output", text: "./session/manager.py:89: if self.session_timeout < 0:" },
{ at: 7400, type: "output", text: "./session/manager.py:134: expiry = time.time() + self.session_timeout" },
{ at: 7600, type: "output", text: './config/settings.py:23:SESSION_TIMEOUT = int(os.getenv("SESSION_TIMEOUT", 1800))' },
{ at: 7800, type: "output", text: "./middleware/auth.py:89: if elapsed > session_timeout:" },
{ at: 8000, type: "output", text: "./api/auth.py:55: token_ttl = session_timeout // 2" },
{ at: 8200, type: "dim", text: "... [+29 more results]" },
{ at: 9000, type: "dim", text: "# need full context · opening main file" },
{ at: 9800, type: "prompt", text: "$ cat src/session/manager.py" },
{ at: 10500, type: "dim", text: "# session/manager.py · 280 lines" },
{ at: 10700, type: "output", text: "class SessionManager:" },
{ at: 10900, type: "output", text: " def __init__(self, config, timeout=1800):" },
{ at: 11100, type: "output", text: " def check_expiry(self, session_id: str) -> bool:" },
{ at: 11300, type: "output", text: " def renew(self, session_id: str, delta: int) -> None:" },
{ at: 11500, type: "output", text: " def invalidate(self, session_id: str) -> None:" },
{ at: 11700, type: "dim", text: " ...reading line 80/280..." },
{ at: 12700, type: "dim", text: " ...reading line 140/280..." },
{ at: 13700, type: "dim", text: " ...reading line 200/280..." },
{ at: 14700, type: "dim", text: " ...reading line 260/280..." },
{ at: 15500, type: "dim", text: " complete · 280 lines, ~6,200 tokens consumed" },
{ at: 16200, type: "prompt", text: "$ cat config/settings.py" },
{ at: 16900, type: "dim", text: "# config/settings.py · 340 lines" },
{ at: 17100, type: "output", text: 'SESSION_TIMEOUT = int(os.getenv("SESSION_TIMEOUT", 1800))' },
{ at: 17300, type: "output", text: 'REQUEST_TIMEOUT = int(os.getenv("REQUEST_TIMEOUT", 10))' },
{ at: 17500, type: "output", text: 'DB_POOL_TIMEOUT = int(os.getenv("DB_POOL_TIMEOUT", 30))' },
{ at: 17700, type: "dim", text: " ...reading line 90/340..." },
{ at: 18700, type: "dim", text: " ...reading line 180/340..." },
{ at: 19700, type: "dim", text: " ...reading line 270/340..." },
{ at: 20500, type: "dim", text: " complete · 340 lines, ~7,400 tokens consumed" },
{ at: 21200, type: "dim", text: "# blast radius still unknown · need to trace callers" },
{ at: 21900, type: "prompt", text: '$ grep -r "SessionManager" . --include="*.py"' },
{ at: 22700, type: "dim", text: " 12 caller sites found · need to open each one" },
{ at: 23100, type: "prompt", text: "$ cat api/routes.py" },
{ at: 23800, type: "dim", text: " api/routes.py · 190 lines" },
{ at: 24000, type: "dim", text: " ...reading line 45/190..." },
{ at: 24700, type: "dim", text: " ...reading line 120/190..." },
{ at: 25300, type: "dim", text: " complete · ~4,100 tokens consumed" },
{ at: 25700, type: "prompt", text: "$ cat api/auth.py" },
{ at: 26400, type: "dim", text: " api/auth.py · 220 lines" },
{ at: 26600, type: "dim", text: " ...reading line 55/220..." },
{ at: 27400, type: "dim", text: " ...reading line 150/220..." },
{ at: 28000, type: "dim", text: " complete · ~4,800 tokens consumed" },
{ at: 28400, type: "prompt", text: "$ cat workers/cleanup.py" },
{ at: 29100, type: "dim", text: " workers/cleanup.py · 110 lines" },
{ at: 29300, type: "dim", text: " ...reading line 55/110..." },
{ at: 29900, type: "dim", text: " complete · ~2,200 tokens consumed" },
{ at: 30200, type: "prompt", text: "$ cat middleware/auth.py" },
{ at: 30900, type: "dim", text: " middleware/auth.py · 300 lines" },
{ at: 31100, type: "dim", text: " ...reading line 60/300..." },
{ at: 32100, type: "dim", text: " ...reading line 160/300..." },
{ at: 33100, type: "dim", text: " ...reading line 260/300..." },
{ at: 33900, type: "dim", text: " complete · ~6,600 tokens consumed" },
{ at: 34200, type: "prompt", text: "$ cat api/webhooks.py" },
{ at: 34900, type: "dim", text: " api/webhooks.py · 175 lines" },
{ at: 35100, type: "dim", text: " ...reading line 45/175..." },
{ at: 35750, type: "dim", text: " ...reading line 120/175..." },
{ at: 36300, type: "dim", text: " complete · ~3,800 tokens consumed" },
{ at: 36600, type: "warning", text: "⚠ context window: 74% full · 28,700/38,400 tokens" },
{ at: 37200, type: "prompt", text: "$ cat services/billing.py" },
{ at: 37900, type: "dim", text: " services/billing.py · 260 lines" },
{ at: 38100, type: "dim", text: " ...reading line 65/260..." },
{ at: 39100, type: "dim", text: " ...reading line 175/260..." },
{ at: 39900, type: "dim", text: " complete · ~5,700 tokens consumed" },
{ at: 40200, type: "warning", text: "⚠ context window: 91% full · cannot open more files" },
{ at: 40700, type: "dim", text: " 5 caller files still unread · forced to skip" },
{ at: 41200, type: "prompt", text: '$ grep -r "check_expiry|verify_session" . --include="*.py"' },
{ at: 42000, type: "dim", text: " [8 more call sites found · cannot open any]" },
{ at: 42500, type: "warning", text: "⚠ context window: 97% full · truncating output" },
{ at: 43100, type: "dim", text: " giving up on full blast radius analysis" },
{ at: 43700, type: "error", text: "elapsed: ~43s · ~37,800 tokens consumed" },
{ at: 44300, type: "error", text: "tool calls: 210 · blast radius: STILL INCOMPLETE" },
{ at: 44900, type: "error", text: "callers confirmed: 7/12 · 5 still unknown" },
{ at: 46000, type: "dim", text: "# STILL RUNNING · 46.0s and counting..." },
{ at: 48000, type: "dim", text: "# STILL RUNNING · 48.0s and counting..." },
{ at: 50000, type: "dim", text: "# STILL RUNNING · 50.0s and counting..." },
{ at: 52000, type: "dim", text: "# STILL RUNNING · 52.0s and counting..." },
{ at: 54000, type: "dim", text: "# STILL RUNNING · 54.0s and counting..." },
const DC_RIGHT: DL[] = [
{ at: 250, type: "prompt", text: '> seek("session timeout configuration")' },
{ at: 600, type: "dim", text: "⠋ activating graph · 9,767 nodes in memory" },
{ at: 900, type: "success", text: "✓ 0.18s · 4 nodes located" },
{ at: 1050, type: "output", text: " config/settings.py SESSION_TIMEOUT=1800" },
{ at: 1160, type: "output", text: " session/manager.py check_expiry()" },
{ at: 1270, type: "output", text: " middleware/auth.py verify_session()" },
{ at: 1380, type: "output", text: " tests/test_session.py timeout assertions" },
{ at: 1500, type: "blank", text: "" },
{ at: 1560, type: "prompt", text: '> impact("file::config/settings.py")' },
{ at: 1820, type: "success", text: "✓ 0.001s · blast radius computed" },
{ at: 1950, type: "output", text: " direct: 3 callers" },
{ at: 2060, type: "output", text: " indirect: 7 downstream files" },
{ at: 2200, type: "warning", text: " △ HIGH RISK: session invalidation cascade" },
{ at: 2320, type: "blank", text: "" },
{ at: 2380, type: "prompt", text: '> surgical_context_v2("config/settings.py", radius=2)' },
{ at: 2640, type: "success", text: "✓ 0.12s · surgical context assembled" },
{ at: 2780, type: "output", text: " 3 files loaded · callers, callees, tests attached" },
{ at: 2900, type: "blank", text: "" },
{ at: 2960, type: "success", text: "Finished in 0.30s · 3 tool calls · 0 files opened" },
const DC_RIGHT_DONE = 3050;
const DC_TOTAL = 58000;
function DemoComparison() {
const [elapsed, setElapsed] = useState(0);
const [phase, setPhase] = useState<"idle" | "running" | "done">("idle");
const rafRef = useRef<number>(0);
const t0Ref = useRef<number>(0);
const stop = useCallback(() => {
if (rafRef.current) cancelAnimationFrame(rafRef.current);
const play = useCallback(() => {
stop();
setElapsed(0);
setPhase("running");
t0Ref.current = performance.now();
const tick = (now: number) => {
const e = now - t0Ref.current;
setElapsed(e);
if (e < DC_TOTAL) {
rafRef.current = requestAnimationFrame(tick);
setElapsed(DC_TOTAL);
setPhase("done");
}, [stop]);
// auto-start on page load · no useInView needed, user is here intentionally
const t = setTimeout(play, 600);
return () => { clearTimeout(t); stop(); };
const isDone = phase === "done";
const hasRun = elapsed > 0;
<div>
<style>{`
@keyframes dc-blink { 50% { opacity: 0; } }
@keyframes dc-pulse { 0%, 100% { opacity: 1; } 50% { opacity: 0.5; } }
`}</style>
<div className="grid grid-cols-1 md:grid-cols-2 gap-3 lg:gap-4">
<div className="order-2 md:order-1">
<DemoTerminal
title="Traditional Agent · grep/glob/cat"
subtitle="codex-cli · bash tools"
accent="#ff4444"
lines={DC_LEFT}
doneAt={null}
elapsed={elapsed}
isLeft
<div className="order-1 md:order-2">
title="Agent + m1nd · graph-first"
subtitle="m1nd-mcp · Rust · in-memory"
accent="#00f5ff"
lines={DC_RIGHT}
doneAt={DC_RIGHT_DONE}
<p className="text-center text-[10px] font-mono text-muted-foreground/30 mt-2 md:hidden">
m1nd finishes first · scroll down to see the full run
{/* stats summary · fades in when both sides have their first result */}
{hasRun && (
animate={{ opacity: isDone ? 1 : 0 }}
transition={{ duration: 0.6 }}
className="mt-8 pt-6 border-t border-border/20 grid grid-cols-1 sm:grid-cols-3 gap-3 text-center font-mono"
style={{ pointerEvents: isDone ? "auto" : "none" }}
{[
{ label: "Time", left: "~35 min", right: "0.30s", lc: "#ff4444", rc: "#00ff88" },
{ label: "Files opened", left: "23+", right: "0", lc: "#ff4444", rc: "#00ff88" },
{ label: "Blast radius", left: "unknown", right: "computed", lc: "#ff4444", rc: "#00ff88" },
].map(({ label, left, right, lc, rc }) => (
<div key={label} className="p-4 rounded-lg border border-border/30 bg-background/50">
<div className="text-xs text-muted-foreground/60 mb-2">{label}</div>
<div className="flex items-center justify-center gap-3">
<span className="text-sm font-bold" style={{ color: lc }}>{left}</span>
<span className="text-muted-foreground/30 text-xs">vs</span>
<span className="text-sm font-bold" style={{ color: rc }}>{right}</span>
{/* replay */}
{isDone && (
<div className="flex justify-center mt-6">
<button
onClick={play}
className="px-6 py-2.5 font-mono text-xs border border-primary/30 text-primary rounded hover:bg-primary/10 transition-all"
↺ replay
</button>
export default function Demo() {
<main className="w-full min-h-screen bg-background">
<SEO
title="Live Demo · m1nd Graph Intelligence"
description="Watch m1nd answer a real agent query in 0.30s with 3 tool calls · while grep opens 23 files and takes 35 minutes. Split-screen comparison + 100× slow-motion breakdown."
canonicalPath="/demo"
<NavBar />
<div className="pt-24 pb-6 border-b border-border/30 relative overflow-hidden">
<div className="absolute inset-0 pointer-events-none" style={{ background: "radial-gradient(ellipse at 50% 0%, rgba(0,245,255,0.06), transparent 60%)" }} />
<div className="container mx-auto px-6 relative z-10 text-center">
<motion.div initial={{ opacity: 0, y: 16 }} animate={{ opacity: 1, y: 0 }} transition={{ duration: 0.7 }}>
live comparison
<h1 className="text-4xl md:text-6xl font-bold font-sans tracking-tight mb-4">
The same task.
<span className="text-muted-foreground font-normal">Two different substrates.</span>
</h1>
<p className="text-lg text-muted-foreground max-w-2xl mx-auto font-mono">
"Where is session timeout configured? What would break if I change it?"
<div className="py-12 border-b border-border/20">
<div className="container mx-auto px-4 lg:px-6">
<DemoComparison />
<SlowMotionSection />
<div className="py-20 text-center border-b border-border/20">
<div className="container mx-auto px-6">
<p className="text-2xl md:text-3xl font-bold font-sans tracking-tight mb-8">
Ready to give your agent a graph?
<div className="bg-background/80 border border-border/40 rounded-lg p-4 inline-block font-mono text-sm text-primary/80 mb-8 shadow-[0_0_20px_rgba(0,245,255,0.05)]">
git clone https://github.com/maxkle1nz/m1nd && cargo build --release
<div className="flex flex-col sm:flex-row items-center justify-center gap-4">
<a href="https://m1nd.world/wiki/" target="_blank" rel="noreferrer">
<button className="px-8 py-3 bg-primary text-primary-foreground font-bold rounded-md hover:bg-primary/90 transition-all shadow-[0_0_20px_rgba(0,245,255,0.2)]">
Read the Docs
</a>
<Link href="/use-cases" className="px-8 py-3 border border-primary/25 text-primary hover:bg-primary/10 transition-all rounded-md font-medium">
See all use cases →
</Link>
<Footer />
</main>
